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The latest News and Information on Software Testing and related technologies.

Validation through Visual and Functional Harmony

Validation Simplified: Flake‑less Releases with Smart Visual Comparisons Diego Molina, Selenium project lead and Sauce Labs senior field solutions engineer, explains how “validation simplified” combines functional automation with visual validation to deliver flake-less, intent-based confidence for releases. He demonstrates how overly detailed assertions can lead to brittle and flaky tests, while visual checks can reduce verbosity and ensure a consistent user experience across various browsers and mobile devices..

AI writes code in seconds, but delivery still takes days

The pitch for AI coding was speed. Claude Code, Copilot, Cursor, whatever you’re running, they all generate business logic faster than you can review it. That part is real. But look at what happens after the code gets written and the numbers get ugly. CircleCI’s 2026 State of Software Delivery Report found AI drove a 59% increase in average throughput.

CI/CD Testing Guide: What to Test at Every Pipeline Stage

Shipping fast is great until the wrong thing ships fast. A CI/CD pipeline can move code from commit to production in minutes, but speed alone does not tell you whether a login still works, a checkout flow still completes, or a critical form still submits. That is the job of CI/CD testing. The best pipelines do more than pass builds. They catch small problems before they become customer-facing ones, using the right mix of unit, integration, API, browser, smoke, and post-deployment tests.

Ship production-ready APIs faster and confidently with SmartBear ReadyAPI | Demo Den

API testing gets harder as it grows: fragmented tools, brittle scripts, thousands of endpoints, and external dependencies that block progress. SmartBear ReadyAPI lets teams ship production-ready APIs faster by validating functionality, performance, and security in one test, with virtualization built in – no separate tools to juggle. In this Demo Den, Thomas Hurley, senior manager of product management at SmartBear, shows how one test does the work of three, so teams cut maintenance time and stop waiting on external dependencies.

Perforce Autonomous Testing for Web, Mobile & Desktop Apps

Traditional test automation is slowing teams down with brittle scripts, constant maintenance, and growing complexity. Perforce Autonomous Testing changes the game with enterprise-grade AI-powered testing that helps teams create, execute, maintain, and analyze tests using natural language—without scripts, frameworks, or ongoing upkeep.

How to Trace Microservices WITHOUT OpenTelemetry

Learn how to trace complex multi-hop transactions across microservices when OpenTelemetry isn't available or trace parents get lost. This quick tutorial demonstrates how to use full-text search in proxymock (a free CLI and UI tool) to isolate user journeys (like looking up a specific username) and instantly generate waterfall tracing views. Whether you are working locally or in a Kubernetes cluster, you can record API traffic, visualize multi-hop requests, and easily transition those captures into load or regression tests.

AI in Neobanking: From Chatbots to Credit Scoring - What Actually Works in 2026

AI is no longer an experimental layer in neobanking. It is becoming core infrastructure. Fraud monitoring, onboarding, credit decisions, customer support, and compliance workflows are now increasingly driven by AI systems operating in real time. But here is the problem. Most fintech content treats every AI use case as equally mature. That is far from reality. Some AI investments already deliver measurable ROI in production. Others still sit in the demo stage with unclear business impact.

Architecting Market Readiness: The Enterprise SaaS Testing Checklist to Prevent Post-Launch Churn

Streamlining software deployment timelines poses serious architectural risks to cloud systems. When building multi-tenant infrastructure, deploying unvetted code directly compromises operational stability, security boundaries, and corporate ARR.